Rework targeted manuscript result tables
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@@ -26,12 +26,19 @@ Omni models lack local perception or that PTR's independent gain is proven:
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The draft also reflects two seed-0 exploratory screens reported in
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`../main/main.tex`: no-box full-frame F3 (Table 1) and a global-only
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chunk-construction comparison (Table 2, panel B). Neither supplies
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chunk-construction comparison (Table 4). Neither supplies
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matched visual-motion evidence, endpoint gains, or the pending T/C factorial.
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The result directories cited by the main draft for F3 and its G+A recheck
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are absent from this checkout, so their underlying logs have not been
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independently audited here.
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The Results section also reports the archived 2026-08-24 sparse Thinker-LoRA
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diagnostic as a separate historical screen. Its strict causal-valid mean mAP
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declined under the recorded LoRA recipes, but the legacy feature/head contract
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is not matched to the current G+A matrix, and the remote raw metrics and
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checkpoints are unavailable here. It is not a Table 1 model ranking or proof
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that LoRA cannot help this task.
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No semantic ENTRY/YIELD, addressee, online-detector, or real-time-throughput
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claim is made. The deployable matrix is explicitly single-seed and exploratory.
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EasyCom has archived screening scores. The Ego4D manifest and extraction /
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@@ -51,17 +58,21 @@ cd manuscript/targeted
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make
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```
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The editable sources are `main.tex`, `references.bib`,
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The editable sources are `main.tex`, `tables_compact.tex`, `references.bib`,
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`figures/task_overview.tex`, and `figures/system_overview_onecolumn.tex`.
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Generated LaTeX files are written to `build/`.
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The preview is four technical pages plus a reference-only fifth page. Both
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The preview targets four technical pages plus a reference-only fifth page. Both
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the task diagram (Fig. 1) and the system diagram (Fig. 2) occupy one column.
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The current PDF reserves five numbered result tables: measured deployable
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and oracle screens share Table 1; L controls extend its first panel. The
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unmeasured T/C matrix and a separate measured chunk screen share Table 2;
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B (including an Ego4D transfer slot), H, and S occupy Tables 3--5. Pending
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cells are explicitly unmeasured.
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The current PDF reserves seven numbered result tables. Table 1 spans two
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columns and reports 0.2--2.0-s mAP for EasyCom and the pending Ego4D transfer
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rows. Only three EasyCom models have archived complete horizon curves; other
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intermediate cells remain unavailable. The old Table 1B oracle audit,
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Table 2A T/C matrix, and Table 2B chunk screen are now standalone Tables
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2--4. B (including an Ego4D transfer slot), H, and S occupy Tables 5--7.
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Pending cells are explicitly unmeasured. Active table layouts are in
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`tables_compact.tex`; the earlier full-precision tabulars
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remain disabled in `main.tex` for source-level auditing.
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Figure 3 is an H/Q case slot, not a selected or measured example. Its
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cutoff-marked timelines must be inserted only after the slice protocol and
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case-selection rule are frozen. The single-column system figure is generated
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@@ -74,10 +85,12 @@ The build uses the repository's ICASSP 2027 LaTeX assets in
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## Evidence sources
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- `results/easycom_encoder_only_1s_4ep_2026-08-28/`
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- `results/easycom_egospeak_three_level_eval_2026-09-16/`
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- `results/easycom_omni_floor_screen_2026-09-16/`
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- `results/easycom_oracle_pooled_wearer_audit_2026-09-10/`
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- `../../results/easycom_encoder_only_1s_4ep_2026-08-28/`
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- `../../results/easycom_egospeak_three_level_eval_2026-09-16/`
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- `../../results/easycom_omni_floor_screen_2026-09-16/`
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- `../../results/easycom_oracle_pooled_wearer_audit_2026-09-10/`
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- `../../results/easycom_sparse_supervision_vs_lora_2026-08-24/`
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- `../../results/easycom_omni_lora_sparse_epoch2_2026-08-24/`
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The manuscript does not use superseded opportunity-conditioned ENTRY/INT
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numbers. See `REVIEWER_REPORT.md` for the internal review loop and the remaining
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